| Literature DB >> 31075869 |
Cristina Bouzas1, Maria Del Mar Bibiloni2, Josep A Tur3.
Abstract
Objective: To assess the scientific evidence on the relationship between body image and body weight control in overweight ≥55-year-old adults.Entities:
Keywords: Body image; adults over 55 years; body weight; overweight; weight management
Mesh:
Year: 2019 PMID: 31075869 PMCID: PMC6540116 DOI: 10.3390/ijerph16091622
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Flow-chart of study selection, inclusion and exclusion of studies.
Observational studies.
| Ref | Objective | Sample | Main Results |
|---|---|---|---|
|
| Association between meal type choice and weight perception accuracy. |
Italy N = 516 3 age groups |
Young adults (OR = 4.0), senior men (OR = 2.80) and senior women (OR = 2.59) were the most likely to eat complete meals. NW perception was related to complete meals (OR = 2.76 M; 2.54 W). OW perception in women was related to incomplete meals (OR = 4.12). |
|
| Body image influence on consumers’ willingness to pay for potato chips carrying nutritional claims |
Spain N = 309 Age unspecified | NW with OW perception > OB with OW perception. Body image dissatisfaction of NW people did not influence the consumers’ willingness to pay. |
|
| Associations of weight self-perception with food choice intentions and consumer response to calorie information. |
USA N = 639 low income adults. Aged 15–75 |
Desire to weigh less (OR = 2.0) increased the likelihood of choosing low calorie food. Desire to weigh less increased the perceived importance of calorie information in grocery stores and fast-food and chain restaurants. Self-perception of weight was not associated with the frequency of use of calorie information. |
|
| Association between low energy intake reporting and weight management and self-perception. |
NHANES 2007–2012 USA N = 13.581 Age > 20 years | Low energy reporters: OW: 66.0%; NW: 31.0%; UW: 3.0%. Incorrect OW perception increased the likelihood of intake underreporting (OR = 1.54). Wanting to weigh less (OR = 1.29), weight attempts in the past year (OR = 1.56) and desire to weigh less (OR = 2.51) increased the likelihood of intake underreporting. |
|
| Effect of menu labels on calories and macronutrients ordered from specific foods. |
USA N = 372 Hispanic descents Aged 18–65 |
Overweight perception (β = −124.4). Meeting the exercise guidelines (β = −202.3). |
|
| Gender differences in weight-related outcomes across BMI spectrum. |
NHANES (2009–2010) USA N = 4258 OW or OB Aged > 20 |
Men attempting to lose weight were more likely to eat less fat (OR = 1.23) and exercise (OR = 1.45) than women. Men were less likely to join a weight loss program (OR = 0.16), take prescription diet pills (OR = 0.17), follow a special diet (OR = 0.58), and eat more fruits, vegetables, and salads (OR = 0.73) than women. |
|
| Factors contributing to dissatisfaction with body image. |
Women’s Health Initiative Observational Study (1993–2002) USA N = 75.256 women Aged: 50–79 |
At baseline: lower physical activity or higher energy intake. At 3 years: a decrease in physical activity or a greater reduction in energy intake. |
|
| Body image in relation to body mass index and weight control. |
SANHANES-1 (2012) South Africa N = 6411 Aged >15 |
Wanted to be thinner: 23.4%. Wanted to be larger: 21.9%. Attempted to lose weight: 12.1% (mainly those who perceived themselves as larger). Diet: 62.4%; physical activity: 38.7%; supplements: 9.2%; others: 9.2%. Attempted to gain weight: 10.1% (mainly those who perceived themselves as thinner). Diet: 85.6%; physical activity: 6.8%; supplements: 9.3%. |
|
| Comparison of young and old women on their weight loss expectations and related attitudes. |
Italy N = 26 women (aged 18–38) + 33 women (aged 60–78) |
Older: 11.7–24.0%. Younger: 18.3–31.5%. Did not differ between younger and older women. |
|
| Factors associated with weight misperception. |
DANSDA (1995, 2000–2004 and 2005–2008) Denmark N = 9623 Aged: 15–75 | Weight misperception increased with higher levels of leisure-time physical activity. Intention to eat healthy (OW men): Usually trying and never trying→ weight misperception. Occasionally trying → accurate weight perception. OW men: 2.73 times; OW women: 2.28 times. |
|
| Long term weight loss factors. |
Italy N = 88 OW or OB Aged 18–65 |
Shape concern correlated with percentage of body weight change 10 years after treatment (r = 0.36). No other predictors of 10-year body weight change. |
|
| Test exercise in the weight loss maintainers. |
Portugal N = 321 women Aged 18–65 |
Weight losers: exercise enjoyment slightly reduced body shape concerns. Body shape concerns and body image dissatisfaction: weight loss treatment > weight loss maintainers > not attempting weight loss. Perceived hunger: weight loss treatment > weight loss maintainers. |
|
| Psychosocial and diet behavior factors affecting dietary self-report. |
WHI-NPAAS study USA N = 450 women. Aged 50–79 | Body image discordancy was not significantly associated to energy or protein underreporting. |
|
| Relationship between self-perceived body shape, BMI and dietary patterns. |
EsMaestra (2006–2008) Mexico N = 18.875 OW or OB female teachers. Aged 37–77 |
Vegetable pattern: lower actual BMI (OR = 0.77); lower life increase (OR = 0.79). Carbohydrate pattern: higher actual BMI (OR = 1.47); higher life increase (OR = 1.27). Vegetable pattern: lower actual silhouette (OR = 0.68); lower life increase (OR = 0.76). Carbohydrate pattern: higher actual silhouette (OR = 1.86); higher life increase (OR = 1.56). |
|
| Associations between weight misperception and weight-related attitudes and behaviors. |
NHANES (2003–2006) USA N = 20.470 (BMI >25) Aged >20 | Want to lose weight: 71% M; 65% W. Not attempted to lose weight the past year: 60%M; 56%W. Physical activity: 32.0% men less likely to be insufficiently active. |
|
| Association between perceived overweight and weight control. |
NHANES (2003–2004 + 2005–2006 + 2007–2008) USA N = 16.720 Aged > 18 |
Age group: <55 y-o: 53.7% M and 74.9% W. >55 y-o: 59.0% M and 69.5% W. Perception: NW: 48.2% W. OW: 95.2% M and 98.3% W. Health care professional diagnosis of excessive weight: 91.4% M and 93.9% W. Overall: 48.4% (39.6% M and 57.1% W). Overweight perception: 59.6% M (OR 3.74); 71.6% W (OR 2.82). Age group: <55 y-o: 39.2% M and 60.5% W. >55 y-o: 40.7% M and 50.1% W. Health care professional diagnosis of excess weight: 65.0% M; 75.1% W. |
|
| Body size perceptions in a RCT to prevent deterioration of glucose tolerance with diet and physical activity. |
Norway (Pakistani women living in Oslo) N = 198 OW or OB women Aged: 25–62 | Actual perceived body size: 5.7. Positive: 79%. (higher percentage in higher BMI groups). Negative among BMI 25.0–27.5: 20%. |
|
| Relationship between weight perception and weight management behaviors. |
NHANES (1999–2006) USA N = 11.319 OW or OB Aged > 20 |
Misperceivers: Tried to lose weight 29.1%. Tried not to gain weight 29.7%. Desired weight: less 33.3%; same 63.3%. Accurate perceivers: Tried to lose weight 61.1%. Tried not to gain weight 52.5%. Desired weight: less 97.3%; same 2.5%. |
|
| Effect of eating on body image satisfaction. |
UK N = 46 women. Mean age: 36,7 ± 12,9 |
BMI (r = −0.47). Dietary restraint (r = −0.65). |
|
| Relationship between ideal weight perception, weight satisfaction and health practices (weight cycling, physical activity, and diet) |
Aerobics Center Longitudinal Study (1997 + 2001) USA N = 19,347 Aged 20–87 | BMI was associated with a lower odds of weight satisfaction (OR: 0.49 M; 0.47 W) and intentions to change weight (OR: 1.85 M; 2.10 W). Higher ideal weight was associated with a higher odds of body satisfaction (OR: 1.07 M; 1.09 W) and less intention to lose weight (OR: 0.95 M; 0.94 W). Weight satisfaction was associated with higher physical activity, higher fruits and vegetables intake, higher cardiorespiratory fitness and lower intention to change diet. Intention to change diet: 93% men and 95% women dissatisfied with their weight. Lower fruit and vegetable consumption: OW men dissatisfied with their weight and women (regardless of the BMI) dissatisfied with their weight. |
|
| Association of weight perception and participation (baseline) in an intervention promoting weight control through lifestyle changes. |
USA N = 899 employees of hospitals Aged 18–65 |
Currently trying to lose weight: 62.5%. (45% NW; 65% OW; 78% OB). Diet and or Physical activity: 43.7% (29.0% M; 47.6% W); bariatric surgery: 2%. Slightly OW perception: Men: OR = 14.4; women: OR = 8.9. Moderately OW perception: Men: OR = 13.8; women: OR = 8.2. Very OW perception: Men: OR = 9.6; women: OR = 5.0. |
|
| Prevalence of meeting recommended levels of leisure-time physical activity and fruit and vegetable consumption. |
Australian National Health Survey (2004–2005) Australia N = 16,314 Aged > 20 |
OW: NW perception: 50.7%M; 61.9%W. OW perception: 46.1%M; 63.4%W. OW itself (OR: 1.11) and OW perception in OW (OR: 1.14) increased the likelihood of having ≥ 2 servings fruit/day for women. OW perception in OW men (OR: 0.83) decreased the likelihood of having ≥ 2 servings fruit/day OB: NW perception:52.8 %M; 59.5%W. OW perception: 45.2%M; 62.4%W. Excess weight (except for OW men) and OW perception were related to less exercise. |
|
| Body image, attitudes toward overweight people, and dietary behaviors. |
Taiwan N = 96 women Aged: 20–59 | Employers should not hire overweight people. 56.5% NW. 76.0% OB. Overweight people are unattractive. 78.3% NW. 94.0% OB. All had a negative attitude towards obese people. OB group showed less control over portion size, fried foods and sugar-containing beverages. |
|
| Associations between weight expectations and anthropometric profile. |
Canada N = 154 women Mean age 42.4 ± 5.6 (BMI 25–35) | Similar: age of first weight loss attempt, number of times dieting, highest and lowest weight during adult life. |
|
| Impact of BMI, advertising and media on the nutrition transition and their impact on eating styles and body image. |
Jordan N = 800 women Aged 18–73 |
Media pressure: increases 2.908 times the likelihood of wanting to lose weight. Compared to NW: OW increases 11.14 times the likelihood of wanting to lose weight. OB increases 18.05 times the likelihood of wanting to lose weight. |
|
| Perception of weight, attempts to lose weight. |
BEACH program Australia N = 1973 Aged > 18 | Diet or exercise: 56.6% OB; 40.0% OW; 20.0% NW. General practitioner advice: 26.2%OB; 11.7% OW; 2.4% NW. |
|
| Influence of weight loss expectations on attrition. |
QUOVADIS study Italy N = 1785 OB Aged 25–65 | Expected 1 year loss (6 months: HR = 1.19; 12 months: HR = 1.12). Attrition risk increase 12% per 1 kg/m2 desired loss. Body image (6 and 12 months: HR = 1.42). |
|
| Weight perception and management practices. |
USA N = 198 OB Latinos (Community men and women; and Labor camp) Aged 18–64 | Community: 68.6% M; 83.3% W; Labor camp: 73.7% M. Community: 55.7% M; 72.2% W; Labor camp: 26.3% M. Among overweight perceivers (% currently trying to lose weight): Community: 67% M; 75% W; Labor camp: 36%M. Dieting: Community: 84.6% M; 93.8% W; Labor camp: 80.0% M. Exercising: Community: 61.5% M; 52.3% W; Labor camp: 50.0% M. Health care provider advice: Community: 59% M; 80% W; Labor camp: 37% M. |
|
| To assess self-perception of body weight, attitudes toward weight-control behaviors, and associated factors. |
Spain N = 1200 Aged: 20–65 | UW or NW: 1.8% M; 16.4% W. OW or OB: 52.0% M; 84.0% W. UW or NW: 20.0% M; 48.0% W. OW or OB: 46.0% M; 84.7% W. |
|
| Weight loss expectations in obese patients seeking treatment. |
QUOVADIS Italy N = 1891 OB. Aged 25–65 | Expected 1-year loss: related to maximum previous lost (rs = 0.30; 15.2% Appearance (7.4% M; 17.4% W). 51.5% Present Health (56.0% M; 50.2% W). 33.4% Future Health (36.6% M; 32.5% W). |
|
| Potential correlates of obesity (dietary intake, body image, and physical activity). |
Caretakers of children in the Hip-Hop to Health Jr. (5-year RCT) USA N = 305 women Aged 18–67 | Ideal Body image: Black: 3.54 ± 0.07; Hispanics: 3.14 ± 0.07. |
|
| Levels of dietary restraint are associated with mis-reporting measures of adiposity. |
Parents of participants in Barry Caerphilly Growth Study UK N = 227 Middle-aged |
BMI was associated with the mis-reporting of waist circumference for both genders. Women: +1 Dietary restraint score = + 0.36 kg/m2 self-reported—measured BMI. |
|
| Characteristics of misreporting of energy intake during 24-hour dietary recalls. |
USA N = 98 Aged 25–73 | −304 kcal underreported for considering oneself overweight or desire to weigh less. −339 kcal underreported for desire to weigh less. −398 kcal underreported for having attempted weight loss. −17 kcal underreported per kg gained in the past 10 years. |
|
| Weight perceptions and weight control are associated with body weight. |
Omnibus Survey of the Office of National Statistics (1999) UK N = 1799 Age >16 | Correlations to trying to lose weight: |
|
| Erroneous expectations about the likely outcomes of weight loss diets. |
N = 62 women Mean age: 33 ± 9 |
Both groups were accurate selecting current body shape. Both groups (androgynous and pear-shaped) chose the pear-shaped image as diet outcome. |
|
| Dieting history, measured and perceived weight. |
MORGEN (1989) Netherlands N = 4601 Aged 20–59 |
Men: 5.9% UW perception; 54.8% NW perception; 39.3% OW perception. Women: 3.1% UW perception; 51.8% NW perception; 45.1% OW perception. |
|
| Attitudes about weight, appearance and food and nutrient intakes. |
USA N = 221 women Aged 50–75 |
Age was inversely related to weight concerns (r = −0.22) Weight concerns were associated to higher fish and chicken consumption (r = 0.23) and the association to a higher fiber intake was suggested. Appearance concerns were associated to lower % of energy as fat (r = −0.13). |
|
| Weight status perception, accuracy of self-assessment of weight status and weight control practices relative to the degree of adiposity. |
MORGEN project (1995) Netherlands N = 4601 dieters Aged 26–65 | Women over 40 y-o were less likely to self-perceive OW or OB than younger (OR = 0.7). |
|
| Realistic shape perceptions, current and ideal or attractive shape and weight perceptions. |
USA N = 20000 dieters (3 years after diet) Mean age: 45 ± 15. | Ideal shape < realistic shape < current shape (for all). Ideal and realistic: lower for women. Reasonable weight loss: higher than ideal weight (8.7% M < 14.7% W). Men: accurate male attractive figure. Women: inaccurate in female attractive figure. |
|
| Weight, body image, and weight control practices |
Navajo Health and Nutrition Survey Navajo Indians (USA) N = 786 Aged >20 | Ideal weight of OW: 20–59 y-o: 14% M; 7% W. > 60 y-o: 31% M; 17% W. Age: 20–39 y-o: 43% M; 59% W. 40–59 y-o: 38% M; 43% W. > 60 y-o: 10% M; 29% W. |
|
| Body image perceptions and attempts to alter weight. |
USA N = 370 diabetic African Americans Mean age: 50 ± 13 |
Correlation perceived size and BMI: Men r = 0.77; Women: r = 0.76. Desired own size ∓ current: OW > NW; trying to change weight>not trying; bigger for women. Perceived size correlated to weight control in OW (Men r = 0.3; Women r = 0.2). Body size satisfaction was negatively related to weight control. |
|
| Accuracy of self-reported weight. |
Baseline from a worksite health promotion (1988–1991) USA N = 4432 Mean age: 38 ± 10 |
Following a weight loss program was related to weight underreporting. History of weight loss was related to weight underreporting. |
|
| Attitudes toward eating and body size perceptions |
Charleston Heart Study (1991) USA N = 517 women Aged 66–105 | Perceived current silhouette: white > black. OW > NW. Discrepancy score (ideal-perceived weight): Black: 0.3; White: 1.4; NW: 0.3; OW: 1.6. Ideal BMI – perceived BMI: Black: 1.0; White: 2.8; NW: 0.2; OW: 4.7. Feeling attractive: White: 67% NW; 37% OW. No differences in black women (71.5%). Ever tried to lose weight: White: 49% NW; 86% OW. No differences in black (52.5%). |
|
| Examine body size perceptions, dieting and cognitive control of intake in different ethnicities. |
Charleston Heart Study (1991) USA N = 334 men Aged 55–98 | Perceived current silhouette: white > black. OW > NW. Discrepancy score (ideal-perceived weight): Black: 0.4; White: 0.9; NW: 0.2; OW: 1.5. Ideal BMI – perceived BMI: Black: 0.7; White: 1.3 NW: -0.2; OW: 2.9. 78% feel attractive. Ever tried to lose weight: 37% Black (42% NW; 33% OW). 64% White (49% NW; 82% OW). Differences in weight categories and ethnic groups. (Black: affected by education). |
|
| Diet enrollees’ initial body image compared to controls |
“New Direction” by Cash + Ross Laboratories (1991) USA N = 360 Age: 41.4 ±10.3 |
Dieters reported less satisfaction with their appearance and body. Dieters felt less healthy than controls (objective health was similar for both cohorts). Dieters felt fitter than controls. Dieters were more conscious about their appearance and fitness. |
|
| Knowledge and practices regarding weight loss, trends between 1985–90. |
NHIS USA N = 55545 Aged >25 | OW: 36.7% M; 52.0% W. 25–44 y-o: 43.8%; 45–64 y-o: 52.4%; > 65 y-o: 35.7%. UW: 6.2% M; 4.5% W. 25–44 y-o: 5.1%; 45–64 y-o: 3.7%; > 65 y-o: 8.6%. 23% M; 40%W. 25–44 y-o: 35.5%; 45–64 y-o: 34.7%; > 65 y-o: 19.7%. Weight perception: OW: 58.6%; NW: ~12% (1985 > 1990). UW: ~ 2% (1985: < 1990). Methods (from best to worst): Eat few calories > not eating before going to bed > physical activity > others. If combining: few calories + physical activity. Eating less: 76.4% M; 83%W. 25–44 y-o: 78.9%; > 45 y-o: 82.5%. Increasing activity: 60% M; 57.5% W. 25–44 y-o: 64.5%; 45–64 y-o: 53%; > 65 y-o: 40.5%. |
|
| Relevant factors to design and implement weight control programs. |
USA N = 500 black women Aged 25–64 |
Weight satisfaction: OB: 3%; OW: 5%; NW: 19%; UW: 47%. Feeling attractive: OB: 39%; OW: 44%; NW: 74%; UW: 85%. Predictor: younger age. Currently trying: OB: 37%; OW: 31%; NW: 25%; UW: 14%. Ever tried: OB: 90%; OW: 88%; NW: 78%; UW: 41%. Motive: health and appearance. Strategies: Diet 39% (in UW: 28%); Exercise: 12%; Diet + exercise: 45%. |
|
| Relationship between height and body image parameters related to dieting, body weight and shape. |
Canada N = 174 Mean age: 40 ± 15.7 |
Positively correlated to BMI: Men (r = 0.39). Women (r = 0.51). Negatively correlated to high in men (r = −0.25) (independent of body weight). Positively correlated to BMI in women (r = 0.27). Negatively correlated to high in men (r = −0.25) (independent of body weight). |
|
| Risk behaviors of the overweight compared with average weight. |
BRF 1981–1983 USA N = 19405 Aged 18–79 |
Accurate weight perception: OW women > OW men. White > black. Dieting is related to weight status (28% OW Men; 48% OW Women). More females than males are dieting within each weight group. OW perception is related to dieting. The proportion of overweight on a diet increases with perception of weight status. |
Abbreviations: BMI: Body Mass Index. UW: Underweight, NW: Normal weight, OW: Overweight, OB: Obese. M: Man, W: Women. y-o: years-old.
Intervention studies.
| Ref | Objective | Sample | Intervention | Main Results |
|---|---|---|---|---|
|
| Effect of a personalized future self-image on weight change over a 6-month period. |
Australia N = 121 OW or OB Aged: 18–79 |
Time of watching future self-image (image of the volunteer in the future, if the same lifestyle continues) + late new image (random): At baseline + new image. At baseline + No new image. 8 weeks delayed + new image. 8 weeks delayed + No new image. All received 15 min of lifestyle advice. Participants chose weight management method. |
Week 16: delayed-image: −0.50%; early-image: −0.30%. Week 24: delayed-image: −0.50%; early-image: −0.27%. Greater weight loss for the delayed-image group. Late (second) image did not influence weight. |
|
| Best treatment. |
USA N = 107 physically inactive OB women. Aged 30–65 |
Treatment 24 weeks. All encouraged to increase physical activity (150 min/week). Randomized to: Coach Approach exercise-support (group sessions). LEARN (low fat) Program for Weight Management (written manual + phone support). | 3 month satisfaction predicted 6 month weight (β = −0.35). 6 month satisfaction predicted 12 month weight (β = −0.51). 12 month satisfaction predicted 24 month weight (β = −0.41). 3 month weight predicted 6 month satisfaction (β = −0.34). 6 month weight predicted 12 month satisfaction (β = −0.42). 12 month weight predicted 24 month satisfaction (β = −0.47). |
|
| Develop and test the effectiveness of the program. |
USA N = 90 OW or OB Aged 20–72 |
6 months (20 weekly sessions). Diabetes Prevention Program (Behaviors modification, healthy eating and physical activity). Continuing care (continue meeting for 18 months following treatment). Control (no advice or dissuasion to continue meeting). |
Significant effect for time. Body image improves in continuing care group. (f = 8.30). |
|
| Changes in obesity-related attitudes. |
USA N = 123 OB women Mean age: 44.2 ±10.0 |
Weekly group sessions. All encouraged to increase physical activity (180 min/week). Randomized: Diet therapy: meal replacement. Diet therapy: balanced hypocaloric self-selected diet. Non-dieting program (eating healthy). | Dieting group: week 20: 18.4%: week 40: 22.0%. Non-dieting group: week 20: 15.9%: week 40: 26.2%. No differences between groups. Self-esteem (week 20: r = 0.23; week 40: r = 0.36). Less internalization of society’s appearance ideals (week 40: r = 0.35). |
|
| Body image disturbance before and after weight loss. |
USA N = 82 OW or OB Aged 18–60 |
Diet: medically supervised liquid formula given freely (4 weeks). Mean weight loss of 6.4± 3 kg. | After weight loss: Early onset >adult onset (f = 10.2). After weight loss: Early onset >adult onset (f = 8.5). Decreased significantly for all. Early onset >adult onset. |
|
| Compare weight management programs. |
USA N = 65 OW or OB Aged 19–63 | 2 randomized intervention (16 weeks): Weight control (LEARN = low fat). 1 h/week dietitian. Weight control + body image (basic calorie control + body image psychological therapy). 1 h/week dietitian + 2 h psychologist. | Body image improvement through treatment correlated to greater weight loss (r = 0.53) and weight loss retention (r = 0.42). Weight regain (r = 0.29 and r = 0.31). Low weight loss retention (r = 0.56). |
|
| Evaluate a treatment for weight management. |
UK N = 75 OW or OB women Age: 18–65 | Group intervention (10 week): healthy diet + physical activity + focus on: Standard (control): energy restriction (1200 kcal). Modified (intervention): self-control + self-esteem. No focus on weight loss. | After treatment: standard: 3.9 kg (t = 5.92): modified: 1.3 kg. After 1 year: standard: 3.6 kg (t = 2.32): modified: 2.0 kg (t = 2.41). (f = 3.71). Significant differences (Standard > modified) at the end of the treatment, but not after 1 year. |
|
| Body preoccupation as an indicator of distortions in body image. |
Australia N = 68 women Aged 18–65 |
Weight reduction counselling courses at Macquarie University (slow lifestyle modification). Once a week: initial session + 10 clinical sessions (intensive counselling) + 4 measurement sessions (2nd6th11th15thcontact). | ideal > goal > actual All saw themselves more obese than they were. Baseline: Completers (19%) < drop-outs (26%) (t = 7.8). Baseline: Low BMI (19%) < high BMI (24%) (t = 5.03). Baseline (19%) > 15 week (8.8%) (real 8.9% less weight). |
Abbreviations: BMI: Body Mass Index. UW: Underweight, NW: Normal weight, OW: Overweight, OB: Obese. M: Man, W: Women. y-o: years-old.